#AIperformance

[phonemantra-blog]

The mid-range smartphone segment is experiencing a revolution, and MediaTek's recently unveiled Dimensity 8250 SoC sits at the forefront of this transformation. This powerful yet efficient 5G chipset boasts cutting-edge features typically reserved for flagship devices, making it a compelling choice for smartphone manufacturers and consumers alike. MediaTek Dimensity 8250 Unveiling the Dimensity 8250: A Deep Dive into Specs and Features The Dimensity 8250 is built with performance and efficiency in mind. Here's a closer look at its key specifications and features: Processing Power: The chipset features an octa-core CPU configuration, with a combination of high-performance Arm Cortex-A78 cores clocked at up to 3.1 GHz and efficient Cortex-A55 cores. This blend ensures smooth multitasking and handling of demanding applications. Additionally, 4MB of L3 cache further optimizes performance. Graphics Power: For graphics processing, the Dimensity 8250 integrates the Mali-G610 MC6 GPU, capable of delivering a seamless visual experience for gaming and multimedia content. Memory and Storage: The chipset supports LPDDR5 RAM with speeds reaching a staggering 6400Mbps, ensuring lightning-fast data transfer and app loading times. Additionally, it boasts compatibility with UFS 3.1 storage solutions, providing ample storage space and rapid read/write speeds for applications and data. AI Powerhouse: The MediaTek APU 580 integrated within the Dimensity 8250 signifies a significant leap in AI performance for the mid-range segment. This dedicated AI processing unit accelerates AI-powered features like facial recognition, object detection, and enhanced photography capabilities. Camera Support: The Dimensity 8250 empowers smartphone manufacturers to integrate high-resolution cameras. It supports primary camera sensors up to a whopping 320MP, allowing for exceptional image detail. Additionally, the chipset facilitates triple rear camera configurations and stunning 4K 60fps HDR video recording, ideal for capturing life's moments in vibrant detail. Display Brilliance: The Dimensity 8250 offers impressive display support, capable of driving high-resolution and smooth refresh rate displays. It caters to WQHD+ displays at a refresh rate of 120Hz for an immersive viewing experience, while also supporting Full HD+ displays with an even faster 180Hz refresh rate for silky-smooth visuals. Unmatched Connectivity: Connectivity is another area where the Dimensity 8250 shines. It boasts a fully integrated 5G modem that supports SA (Standalone), NSA (Non-Standalone), and 3CC sub-6GHz 5G network configurations. This translates to blazing-fast download speeds of up to 4.7Gbps, ensuring a future-proofed connection for users on next-generation cellular networks. Furthermore, the chipset includes Wi-Fi 6E support with 2x2 MIMO technology for seamless wireless connectivity, and Bluetooth 5.3 for efficient data transfer to wearables and other peripherals. Notably, the Dimensity 8250 also supports India's NavIC navigation system alongside global navigation systems like GPS, BeiDou, Glonass, Galileo, and QZSS, ensuring reliable location services. The Oppo Reno 12: First Smartphone Powered by the Dimensity 8250 While official confirmation remains pending, rumors suggest the Oppo Reno 12 will be the first smartphone to leverage the power of the MediaTek Dimensity 8250. This highlights a growing trend of incorporating high-end chipsets into mid-range devices, offering consumers access to advanced features at more affordable price points. With an anticipated price range of around Rs 30,000 for devices powered by the Dimensity 8250, MediaTek aims to bridge the gap between cutting-edge performance and affordability. The Dimensity 8250: Ushering in a New Era for Mid-Range Smartphones The MediaTek Dimensity 8250 SoC signifies a paradigm shift in the mid-range smartphone landscape. By offering a compelling blend of robust performance, advanced connectivity features, and exceptional AI capabilities, this chipset empowers manufacturers to create feature-rich smartphones that cater to the evolving needs of users. The Dimensity 8250 paves the way for a new generation of mid-range smartphones that redefine the user experience, offering flagship-level features without breaking the bank. FAQs:: How does the Dimensity 8250 compare to other mid-range chipsets? A: The Dimensity 8250 boasts several advantages over other mid-range chipsets. Its use of TSMC's 4nm architecture translates to improved efficiency and potentially cooler operation. Additionally, the integrated MediaTek APU 580 sets a new standard for AI performance in the segment, while support for high-resolution cameras and displays positions the Dimensity 8250 at the forefront of mid-range technology. What kind of performance improvements can we expect from the Dimensity 8250? A: The combination of high-performance Arm Cortex-A78 cores, efficient Cortex-A55 cores, and LPDDR5 RAM support promises significant improvements in overall processing speed and multitasking capabilities. Users can expect smoother app loading times, faster data transfer, and a more responsive user experience. Will the Dimensity 8250 be powerful enough for gaming? A: The Mali-G610 MC6 GPU integrated within the Dimensity 8250 is well-suited for most mobile games. While it might not be the absolute best for the most graphically demanding titles, it should deliver a smooth and enjoyable gaming experience for a wide range of popular games. What are the benefits of the integrated 5G modem in the Dimensity 8250? A: The integrated 5G modem in the Dimensity 8250 offers several advantages. Firstly, it ensures seamless compatibility with next-generation 5G networks, enabling users to experience blazing-fast download and upload speeds. Additionally, the integration eliminates the need for a separate 5G modem, contributing to a more compact and efficient smartphone design. When can we expect to see smartphones powered by the Dimensity 8250? A: Rumors suggest the Oppo Reno 12 will be the first smartphone to utilize the Dimensity 8250, potentially launching in China before reaching other markets. We can expect other smartphone manufacturers to follow suit, with a potential wave of Dimensity 8250-powered mid-range devices arriving throughout 2024.

[ailatestupdate]

Gemini 2.0 Flash Thinking

[llumoaiworld]

How AI Teams Get Full Visibility into LLM Performance

Managing LLM performance is no longer a black box! 🚀 We provide real-time tracking and optimization, helping AI teams:

✅ Monitor key metrics – Latency, accuracy, cost, and drift ⚡ Boost efficiency – Fine-tune models for faster responses 💰 Optimize costs – Reduce unnecessary resource usage

With full visibility, your AI becomes smarter, faster, and more cost-effective. Ready to take control of your LLM performance? Let’s connect!

[govindhtech]

AMD Instinct MI325X Accelerators Lead AI Performance

The AMD Pensando Pollara 400 NIC, AMD Pensando Salina DPU, and AMD Instinct MI325X accelerators are the newest networking and accelerator solutions that AMD unveiled today. These solutions will enable the next generation of AI infrastructure at scale. Performance benchmarks for Gen AI models and data centers are raised using AMD Instinct MI325X accelerators.

Based on the AMD CDNA 3 architecture, AMD Instinct MI325X accelerators are engineered to deliver outstanding performance and efficiency for challenging AI activities that include inferencing, fine-tuning, and foundation model training. With the help of these components, AMD partners and customers may develop AI systems that are highly efficient and optimized at the system, rack, and data center levels.

AMD Instinct MI325X Continues to Provide Superior AI Performance

Industry-leading memory capacity and bandwidth are provided by AMD Instinct MI325X accelerators; 256GB of HBM3E supporting 6.0TB/s offers 1.8X more capacity and 1.3X more bandwidth than the H200. In addition, the AMD Instinct MI325X has 1.3X higher peak theoretical compute performance for FP16 and FP8 than the H200.

Up to 1.3X, 1.2X, and 1.4X the inference performance on Mistral 7B at FP16, Llama 3.1 70B at FP8, and Mixtral 8x7B at FP16 of the H200, respectively, may be obtained with this leadership memory and compute.

Currently scheduled for production shipments in Q4 2024, AMD Instinct MI325X accelerators are anticipated to be widely available for use in systems from a variety of platform providers beginning in Q1 2025, including Dell Technologies, Eviden, Gigabyte, Hewlett Packard Enterprise, Lenovo, Supermicro, and others.

AMD showcased its upcoming AMD Instinct MI350 series accelerators, continuing its dedication to an annual roadmap cadence. In comparison to AMD CDNA 3-based accelerators, AMD Instinct MI350 series accelerators are built on the AMD CDNA 4 architecture and are intended to provide a 35x increase in inference performance.

The AMD Instinct MI350 series, which offers up to 288GB of HBM3E memory per accelerator, will continue to lead the market in memory capacity. The second part of 2025 is when the AMD Instinct MI350 series accelerators are expected to be ready.

AMD Next-Gen AI Networking

The most popular programmable DPU for hyperscalers is being used by AMD to support next-generation AI networking. AI networking, which is divided into two components the front-end, which provides data and information to an AI cluster, and the backend, which controls data transmission between accelerators and clusters is essential to making sure CPUs and accelerators are used effectively in AI infrastructure.

The AMD Pensando Pollara 400, the first AI NIC in the industry ready for the Ultra Ethernet Consortium (UEC), and the AMD Pensando Salina DPU were introduced by AMD to efficiently manage these two networks and promote high performance, scalability, and efficiency throughout the system.

The third iteration of the most powerful and programmable DPU in the world, the AMD Pensando Salina, offers up to two times the speed, bandwidth, and scalability of its predecessor. Optimizing performance, efficiency, security, and scalability for data-driven AI applications, the AMD Pensando Salina DPU is a crucial part of AI front-end network clusters, supporting 400G throughput for fast data transfer rates.

The AMD Pensando Salina DPU and AMD Pensando Pollara 400 are scheduled to be available in the first half of 2025, and they are now sampling with consumers in Q4 of 2024.

New Generative AI Capabilities Offered by AMD AI Software

In order to provide the AMD ROCm open software stack with powerful new features and capabilities, AMD keeps investing in expanding software capabilities and the open ecosystem.

Among the most popular AI frameworks, libraries, and models, such as PyTorch, Triton, Hugging Face, and many more, AMD is promoting support for AMD compute engines within the open software community. For well-known generative AI models like Stable Diffusion 3, Meta Llama 3, 3.1, and 3.2, as well as the more than one million models at Hugging Face, this work translates to unconventional performance and support with AMD Instinct accelerators.

With the addition of the newest features to support cutting-edge training and inference on generative AI workloads, AMD is further developing its ROCm open software stack outside of the community. Flash Attention 3, Kernel Fusion, FP8 datatype, and other important AI capabilities are now supported by ROCm 6.2. For a range of LLMs, ROCm 6.2 offers up to a 2.4X performance boost on inference and 1.8X on training when compared to ROCm 6.0.

Read more on govindhtech.com

[creatifyiai]

Why is Character AI So Slow and How to Fix it in 2024

In the current highly technological environment the emergence of AI brings both concerns and fascination, creating an array of diverse AI-based goods. The comprehensive platform of Character AI is one of the recent path-breaking inventions that are revolutionizing how we interact with 3D models by using machine learning and AI. However, amidst the excitement, some users have encountered a frustrating snag: a decrease in speed. Many are annoyed with AI-powered discussions frequently getting blocked mid-conversation, and bots shut down when unresponsive. Do you have similar agonies? If so, fear not!

In this article, we will explore what is the reason behind “Why is Character AI So Slow” and find a way to resolve this problem. Let us together embark on this journey without further delay anybody! Read More

[luckyfalconcomputer]

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[myblogwish]

Ai Performance Depozit Preko USDT - Detaljno Uputstvo

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[renumeraweb]

AI-Performance Présentatin en français (sous-titre multilingues)

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[groovy-computers]

🔥 Powering the Future with Cutting-Edge AI Tech! 🔥 Nguyễn Công PC just unveiled a beast of an AI server, boasting 7 NVIDIA RTX 5090 GPUs. This powerhouse, worth over $30,000 CAD, crushes other systems with a massive 224GB memory and a staggering 4000W+ power draw. 🖥️ Harnessing the Blackwell architecture, these GPUs push AI performance 154% beyond previous models, all while making AI training more cost-effective with lower precision support. It's a game-changer for AI professionals wanting big performance without breaking the bank. Could this be the ultimate setup for AI innovation? Share your thoughts! 💭 #AIServer #RTX5090 #NguyenCongPC #TechInnovation #AIPerformance #CuttingEdgeTechnology #FutureOfAI #PowerfulComputing #CostEffectiveAI #AIPros #TechEnthusiast #GamingGPUs #BlackwellArchitecture #TensorCores 👉 Comment your dream setup below!

[pamy-k-17]

Gen-AI in Sports #SportsAI #GenerativeAI #AIinSports #AIPerformance #Pod...

[vlruso]

How Can We Elevate the Quality of Large Language Models? Meet PIT: An Implicit Self-Improvement Framework

📢 Exciting news! Researchers from the University of Illinois Urbana-Champaign and Google have introduced the Implicit Self-Improvement (PIT) framework, which could revolutionize the performance of Large Language Models (LLMs). PIT enables LLMs to grasp improvement goals from human preference data without explicit rubrics. This groundbreaking approach has shown significant success in enhancing LLM response quality compared to traditional prompting strategies. 🎉 Read the full blog post to dive deep into the PIT framework and its implications for LLM performance: [Link to blog post](https://ift.tt/lUCyJ1s) Discover key highlights from the article: 1️⃣ LLMs are incredibly powerful but can generate incorrect or unhelpful content. 2️⃣ PIT overcomes the limitations of collecting diverse training data and the complexities of prompt-based methods. 3️⃣ This innovative framework leverages human preferences to train LLMs and exceptionally improves response quality. 4️⃣ PIT effectively narrows the quality gap between model and reference responses and surpasses the Self-Refine method. 5️⃣ Temperature settings play a crucial role in the success of self-improvement methods, with PIT outperforming at low temperatures. 6️⃣ Curriculum reinforcement learning and stop conditions greatly impact the practical implementation of PIT. To learn more about the potential of AI and discover practical AI solutions, don't miss the information on redefining work processes, automation opportunities, and selecting AI solutions. Find details on the itinai.com AI Sales Bot, an incredible tool for customer engagement automation across all stages of the customer journey! For further inquiries or to engage with AI KPI management or AI solutions, reach out to hello@itinai.com or follow them on Twitter @itinaicom. To stay up-to-date with the latest AI research news and projects, join their ML SubReddit, Facebook Community, Discord Channel, and Email Newsletter. 🔗 Don't miss this informative blog post: [Link to blog post](https://ift.tt/lUCyJ1s) #AI #research #technology #LLMs #PIT #selfimprovement #AIperformance List of Useful Links: AI Scrum Bot - ask about AI scrum and agile Our Telegram @itinai Twitter -  @itinaicom

[dynamfitness-blog]

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[ailatestupdate]

Gemini 2.0 Flash Thinking – A next-gen AI revolutionizing rapid problem-solving and creative insights. Powered by cutting-edge machine learning, it processes data at lightning speed, delivering sharp, intuitive responses. Whether brainstorming ideas or analyzing complex scenarios, Gemini 2.0 enhances your thinking like never before.

[foremostlist]

Nvidia reveals most powerful AI system ever

Nvidia reveals most powerful AI system ever

Nvidia has unveiled the third generation of the world’s most advanced AI system with the launch of its new Nvidia DGX A100.

The DGX A100 can deliver five petaflops of AIperformance as it consolidates the power and capabilities of an entire data center into a single platform for the first time. The system is available now and the first order has already shipped out to the US Department of…

[govindhtech]

The Honor Magic 7 Will Launch With AI Assistant In Q4 2024

In Q4 2024, Honor Magic 7 will make its debut with an AI agent personal assistant. Honor unveiled a slew of new devices at IFA Berlin 2024, including the Magic V3, MagicPad 2 tablet, and MagicBook Art 14 laptop. The company separately unveiled its AI-powered solutions for laptops and mobile devices earlier today.

Honor’s AI Agent, a personal assistant for Honor smartphones, is the main topic of discussion here. This on-device AI assistant can intelligently automate activities across several applications and services. It is built to learn from user behaviors and device surroundings. Honor showcased its capabilities by demonstrating how it can use simple voice commands to locate and terminate unwanted app subscriptions. Later this year (Q4 2024), the AI Agent is anticipated to be launched in China along with the Honor Magic 7 Series.

The Magic 7 Pro has the same rounded edges and flat central frame as its predecessors. According to rumors, the forthcoming gadget will also have a high-density silicon-carbon anode battery, an upgraded display with the same 1.5k resolution as the predecessor, and better photography capabilities. Speaking of cameras, it was said that Honor tested the phone using the Sony IMX882 as the periscope telephoto sensor and the 50 MP Omni Vision OV50H as the main sensor.

Honor Magic 7 Features

The Honor Magic 7 has the potential to completely change the way that people perceive cutting-edge smartphone technology. This model, which is the flagship of Honor’s new portfolio, is brimming with cutting-edge features and offers the performance that both casual users and tech fanatics want. The Honor Magic 7 is designed to take on the greatest smartphones available with its innovative display, camera, battery life, and performance. Let’s explore the most talked about features and what makes the Honor Magic 7 unique.

Design and Construction Quality

The Honor Magic 7 has an elegant, high-end design that feels very sturdy in addition to having a refined appearance. Its lightweight but durable construction is a result of the use of materials of aeronautical quality. Its curved edge shape and very thin profile provide for a solid but pleasant grip.

There are several colorful color choices for people to choose from when it comes to phone selections that complement their style. The body’s aluminum-framed glass front and rear give the whole construction an opulent appearance.

Exhibition: An Eye-Candy Treat

A highlight of the Honor Magic 7 is its 6.8-inch AMOLED display. The 3200 x 1440 ultra-high resolution delivers customers crisp photos. 120Hz refresh rate offers fluid animations, touch interactions, and lag-free gaming. This makes it ideal for gaming, productivity, and multimedia.

Additionally compatible with HDR10+, the Honor Magic 7 improves brightness and contrast levels for a more immersive viewing experience. The rich colors and deep blacks will be appreciated by consumers whether they are playing games or watching films.

Hardware and Performance

Qualcomm Snapdragon 8 Gen 2 speeds up all tasks on the Honor Magic 7. Multitasking and switching applications is easy with 12GB RAM and a powerful CPU. The Honor Magic 7 handles demanding games and business applications well.

MicroSD cards may expand the phone’s 256GB.With that much storage, customers never run out of data, apps, videos, or images.

Adreno 730 on the Snapdragon 8 Gen 2 CPU tackles the hardest games. 5G allows low-latency mobile gaming.

Camera: Changing the Face of Mobile Photography

The Honor Magic 7‘s quad-camera system pushes the frontiers of photography. The following are included in the rear camera system:

108MP primary sensor that, even in low light, produces incredibly detailed photos.

12MP ultra-wide lens ideal for group photos and stunning vistas.

3x optical zoom 8MP telephoto lens that’s ideal for far-off scenes.

2MP depth sensor that improves portraiture by adding smooth bokeh effects.

Because to its AI Super Night Mode, the Honor Magic 7 is an excellent night photographer.

Even in dimly lit areas, this function cleverly adjusts the settings to capture more light and detail. Its optical image stabilization (OIS) prevents shaky hands and motions from ruining a perfect shot. The 32MP front selfie camera can take 4K videos and high-quality selfies via the display punch hole. The AI video upgrades, which preserve color accuracy and smooth out footage under varying lighting circumstances, will be a hit with content makers.

Long-lasting Power: Battery Life

With intensive use, the enormous 5,000mAh battery of the Honor Magic 7 is meant to last the whole day. The battery life is fantastic for customers who are often on the move. Whether you use the Honor Magic 7 for gaming, streaming films, or remote work, you can rely on it to meet your needs.

Furthermore, the phone can be fast-charged to 50% capacity in only 20 minutes thanks to its compatibility for 66W Supercharge. By ensuring little downtime, users may continue to be connected and productive.

The Honor Magic 7 also has reverse wireless charging and wireless charging capabilities, so you can charge additional items from your phone, such as smartwatches or earphones, for even more ease.

Program: MagicUI 7 according to Android 14

MagicUI 7 (based on Android 14) makes the Honor Magic 7 easy to use. The latest MagicUI has more customization options, greater security, and AI-driven speed enhancements. MagicUI 7’s multi-window capability, which enables users to run two programs concurrently, side by side, is one of its strengths. The wide display and this functionality make it ideal for productivity aficionados who need to handle many jobs at once.

In addition, the AI performance optimization increases the overall speed of the phone by dynamically allocating resources in the best possible way according to use patterns.

Features of Security

User data is safeguarded by a number of security mechanisms on the Honor Magic 7. Only authorized users will be able to unlock the phone thanks to the in-display fingerprint sensor, and face recognition adds an additional degree of simplicity and security.

With Honor’s TrustZone technology, customers can feel secure knowing that their data is protected thanks to improved encryption and virus protection.

Options for Connectivity

A large number of connection features are supported by the Honor Magic 7, including:

5G connection guarantees very quick upload and download times.

For better wireless internet performance, use Wi-Fi 6.

Bluetooth 5.2 enables low-power data transmission and easy device connection.

NFC for file sharing and contactless transactions.

Support for dual SIM cards is great for those who require distinct numbers for business and personal usage or for regular travelers.

Honor Magic 7 Price

The Honor Magic 7 should be affordable in the high-end flagship class. Initial estimates put the pricing at $899–$1,099, depending on RAM and storage.

Honor Magic 7 Release date

Pre-orders for the phone will begin a few weeks before its Q4 2024 debut. Europe, Asia, and North America are among the important international areas where Honor intends to release the Magic 7. Additionally, prospective customers should anticipate exclusive launch campaigns that provide early adopters with discounts and free accessories.

Read more on Govindhtech.com

[myblogwish]

Ai Marketing Broj 2 - Opet Poklon 25$ (2023)

Pojavio se sajt koji izgleda kao direktna kopija Ai Marketinga, ovog puta unapredjena i moderna verzija, Ai Marketing broj dva. Da li se može verovati ovom sajtu? U ovom postu ću vam objasniti o čemu se radi.

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Pozdrav, Saša